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1806.04498
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The Unusual Effectiveness of Averaging in GAN Training
12 June 2018
Yasin Yazici
Chuan-Sheng Foo
Stefan Winkler
Kim-Hui Yap
Georgios Piliouras
V. Chandrasekhar
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Papers citing
"The Unusual Effectiveness of Averaging in GAN Training"
50 / 97 papers shown
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513
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Fault Detection in New Wind Turbines with Limited Data by Generative Transfer Learning
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292
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24 Apr 2025
Data Cleansing for GANs
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Naoyuki Terashita
Hiroki Ohashi
Satoshi Hara
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430
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0
01 Apr 2025
When, Where and Why to Average Weights?
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Antonio Orvieto
Jonas Geiping
MoMe
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10 Feb 2025
Radiologist-in-the-Loop Self-Training for Generalizable CT Metal Artifact Reduction
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Chenglong Ma
Zilong Li
Yongqian Li
Jing Han
Junping Zhang
Yi Zhang
Jiannan Liu
Hongming Shan
294
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28 Jan 2025
Towards Identifiable Unsupervised Domain Translation: A Diversified Distribution Matching Approach
Sagar Shrestha
Xiao Fu
424
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Analyzing and Improving the Training Dynamics of Diffusion Models
Computer Vision and Pattern Recognition (CVPR), 2023
Tero Karras
M. Aittala
J. Lehtinen
Janne Hellsten
Timo Aila
S. Laine
563
379
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05 Dec 2023
Butterfly Effects of SGD Noise: Error Amplification in Behavior Cloning and Autoregression
International Conference on Learning Representations (ICLR), 2023
Adam Block
Dylan J. Foster
Akshay Krishnamurthy
Max Simchowitz
Cyril Zhang
319
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0
17 Oct 2023
DUAW: Data-free Universal Adversarial Watermark against Stable Diffusion Customization
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Hao Huang
Jiaqi An
Yongtao Wang
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253
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0
19 Aug 2023
PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers
Neural Information Processing Systems (NeurIPS), 2023
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Bastiaan S. Veeling
P. Perdikaris
Richard Turner
Johannes Brandstetter
DiffM
AI4CE
575
169
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10 Aug 2023
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification
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Zhenrong Shen
Mao-Hong Cao
Sheng Wang
Lichi Zhang
Qian Wang
MedIm
270
11
0
12 Jul 2023
PCF-GAN: generating sequential data via the characteristic function of measures on the path space
Neural Information Processing Systems (NeurIPS), 2023
Hang Lou
Siran Li
Hao Ni
AI4TS
260
15
0
21 May 2023
Synthesizing Anyone, Anywhere, in Any Pose
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Håkon Hukkelås
Frank Lindseth
291
6
0
06 Apr 2023
PopulAtion Parameter Averaging (PAPA)
Alexia Jolicoeur-Martineau
Emy Gervais
Kilian Fatras
Yan Zhang
Damien Scieur
MoMe
625
25
0
06 Apr 2023
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR
Computer Vision and Pattern Recognition (CVPR), 2023
Aneeshan Sain
A. Bhunia
Subhadeep Koley
Pinaki Nath Chowdhury
Soumitri Chattopadhyay
Tao Xiang
Yi-Zhe Song
311
28
0
24 Mar 2023
AptSim2Real: Approximately-Paired Sim-to-Real Image Translation
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A. Shrivastava
DiffM
234
3
0
09 Mar 2023
Multi-scale Feature Alignment for Continual Learning of Unlabeled Domains
IEEE Transactions on Medical Imaging (TMI), 2023
Kevin Thandiackal
Luigi Piccinelli
Pushpak Pati
O. Goksel
CLL
OOD
MedIm
327
12
0
02 Feb 2023
GANalyzer: Analysis and Manipulation of GANs Latent Space for Controllable Face Synthesis
A. P. Fard
Mohammad H. Mahoor
S. Lamer
Timothy D. Sweeny
GAN
CVBM
219
4
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02 Feb 2023
Generative appearance replay for continual unsupervised domain adaptation
Boqi Chen
Kevin Thandiackal
Pushpak Pati
O. Goksel
CLL
MedIm
444
20
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03 Jan 2023
Mitigating Artifacts in Real-World Video Super-Resolution Models
AAAI Conference on Artificial Intelligence (AAAI), 2022
Liangbin Xie
Xintao Wang
Shu Shi
Jinjin Gu
Chao Dong
Ying Shan
279
41
0
14 Dec 2022
Robust One-Shot Singing Voice Conversion
Naoya Takahashi
M. Singh
Yuki Mitsufuji
DiffM
312
9
0
20 Oct 2022
Differentially Private Diffusion Models
Tim Dockhorn
Tianshi Cao
Arash Vahdat
Karsten Kreis
DiffM
622
141
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18 Oct 2022
Collecting The Puzzle Pieces: Disentangled Self-Driven Human Pose Transfer by Permuting Textures
IEEE International Conference on Computer Vision (ICCV), 2022
Nannan Li
Kevin J. Shih
Bryan A. Plummer
242
9
0
04 Oct 2022
Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks
Shuo Chen
Da Ma
Sieun Lee
T. Yu
Gavin Xu
Donghuan Lu
K. Popuri
M. Ju
M. Sarunic
M. Beg
MedIm
264
15
0
31 Aug 2022
SDF-StyleGAN: Implicit SDF-Based StyleGAN for 3D Shape Generation
Xin-Yang Zheng
Yang Liu
Peng-Shuai Wang
Xin Tong
225
117
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24 Jun 2022
First-Order Algorithms for Min-Max Optimization in Geodesic Metric Spaces
Neural Information Processing Systems (NeurIPS), 2022
Sai Li
Tianyi Lin
Emmanouil-Vasileios Vlatakis-Gkaragkounis
311
22
0
04 Jun 2022
Causal Transformer for Estimating Counterfactual Outcomes
International Conference on Machine Learning (ICML), 2022
Valentyn Melnychuk
Dennis Frauen
Stefan Feuerriegel
CML
305
139
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14 Apr 2022
Overcoming challenges in leveraging GANs for few-shot data augmentation
Christopher Beckham
I. Laradji
Pau Rodríguez López
David Vazquez
Derek Nowrouzezahrai
C. Pal
212
1
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30 Mar 2022
Don't Be So Dense: Sparse-to-Sparse GAN Training Without Sacrificing Performance
International Journal of Computer Vision (IJCV), 2022
Shiwei Liu
Yuesong Tian
Tianlong Chen
Li Shen
345
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0
05 Mar 2022
What You See is Not What the Network Infers: Detecting Adversarial Examples Based on Semantic Contradiction
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Yijun Yang
Ruiyuan Gao
Yu Li
Qiuxia Lai
Qiang Xu
GAN
AAML
285
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24 Jan 2022
Realistic Full-Body Anonymization with Surface-Guided GANs
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Håkon Hukkelås
Morten Smebye
Rudolf Mester
Frank Lindseth
3DH
PICV
244
24
0
06 Jan 2022
Multimodal Adversarially Learned Inference with Factorized Discriminators
AAAI Conference on Artificial Intelligence (AAAI), 2021
Wenxue Chen
Jianke Zhu
185
3
0
20 Dec 2021
The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning
IEEE Access (IEEE Access), 2021
Raed Al Kontar
Naichen Shi
Xubo Yue
Seokhyun Chung
E. Byon
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Chinedum Okwudire
Garvesh Raskutti
R. Saigal
Karandeep Singh
Ye Zhisheng
FedML
354
63
0
09 Nov 2021
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training
Neural Information Processing Systems (NeurIPS), 2021
Minguk Kang
Woohyeon Shim
Minsu Cho
Jaesik Park
GAN
392
139
0
01 Nov 2021
A Unified View of cGANs with and without Classifiers
Neural Information Processing Systems (NeurIPS), 2021
Si-An Chen
Chun-Liang Li
Hsuan-Tien Lin
GAN
211
12
0
01 Nov 2021
Assessments of epistemic uncertainty using Gaussian stochastic weight averaging for fluid-flow regression
Masaki Morimoto
Kai Fukami
R. Maulik
Ricardo Vinuesa
K. Fukagata
UQCV
234
42
0
16 Sep 2021
MSGDD-cGAN: Multi-Scale Gradients Dual Discriminator Conditional Generative Adversarial Network
M. Naderi
Zahra Nabizadeh
N. Karimi
S. Shirani
S. Samavi
198
2
0
12 Sep 2021
Constants of Motion: The Antidote to Chaos in Optimization and Game Dynamics
Georgios Piliouras
Xiao Wang
238
0
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08 Sep 2021
Tom: Leveraging trend of the observed gradients for faster convergence
Anirudh Maiya
Inumella Sricharan
Anshuman Pandey
S. SrinivasK.
ODL
101
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07 Sep 2021
Disentangled Lifespan Face Synthesis
IEEE International Conference on Computer Vision (ICCV), 2021
Sen He
Wentong Liao
M. Yang
Yi-Zhe Song
Bodo Rosenhahn
Tao Xiang
CVBM
239
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05 Aug 2021
CCVS: Context-aware Controllable Video Synthesis
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G. L. Moing
Jean Ponce
Cordelia Schmid
394
95
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16 Jul 2021
Iterative Methods for Private Synthetic Data: Unifying Framework and New Methods
Neural Information Processing Systems (NeurIPS), 2021
Terrance Liu
G. Vietri
Zhiwei Steven Wu
SyDa
293
76
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14 Jun 2021
Generative Feature-driven Image Replay for Continual Learning
Image and Vision Computing (IVC), 2021
Kevin Thandiackal
Tiziano Portenier
Andrea Giovannini
M. Gabrani
O. Goksel
CLL
VLM
DiffM
252
13
0
09 Jun 2021
Training Domain-invariant Object Detector Faster with Feature Replay and Slow Learner
Chaehyeon Lee
Junghoon Seo
Heechul Jung
137
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31 May 2021
Efficient and Accurate Gradients for Neural SDEs
Neural Information Processing Systems (NeurIPS), 2021
Patrick Kidger
James Foster
Xuechen Li
Terry Lyons
DiffM
566
91
0
27 May 2021
MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks
International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2021
Jonas Denck
J. Guehring
Andreas Maier
E. Rothgang
GAN
MedIm
168
30
0
03 Apr 2021
LIFT-SLAM: a deep-learning feature-based monocular visual SLAM method
Neurocomputing (Neurocomputing), 2020
H. M. S. Bruno
Esther L. Colombini
317
3
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31 Mar 2021
CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields
International Conference on 3D Vision (3DV), 2021
Michael Niemeyer
Andreas Geiger
VGen
3DH
281
67
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31 Mar 2021
High-Fidelity and Arbitrary Face Editing
Computer Vision and Pattern Recognition (CVPR), 2021
Yue Gao
Fangyun Wei
Jianmin Bao
Shuyang Gu
Dong Chen
Fang Wen
Zheng Lian
CVBM
201
84
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29 Mar 2021
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